Theorem 1 (Markov Equivalence Class [1]}) 
Two directed acyclic graphs \(G(\mathcal {V}, \mathcal {E})\)  and \(G^{\prime }(\mathcal {V}, \mathcal {E})\)  are Markov equivalent if and only if they have the same adjacencies and same unshielded colliders.

